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193+ Workflow Nodes

AgenticFlow provides 193+ specialized nodes across two distinct systems to power your automation and AI workflows. This comprehensive reference covers all available nodes, their capabilities, and implementation examples.

🎯 Node System Overview

Two Distinct Node Systems

🔧 Workflow Nodes (183 nodes) - Standard automation building blocks

  • AI model integrations, data processing, image/video generation, API calls

  • Located in /workflow_engine/node_def/ backend directory

👥 Workforce Nodes (10 nodes) - Multi-agent orchestration system

  • Agent coordination, state management, conditions, loops

  • Located in /app/core/agents/mas/nodes/ backend directory

🤖 AI & LLM Nodes (25+ nodes)

Large Language Models

  • LLM Node - General-purpose language model interface

  • OpenAI GPT Models - GPT-4, GPT-4 Turbo, GPT-3.5 Turbo

  • Claude Models - Claude 3.5 Sonnet, Claude 3 Haiku, Claude 3 Opus

  • Google Gemini - Gemini Pro, Gemini Flash

  • DeepSeek - DeepSeek V3 model integration

  • Groq - Ultra-fast inference with Llama models

  • Perplexity - Real-time web-connected AI responses

Specialized AI Tasks

  • Describe Image - GPT-4 Vision for image analysis

  • Extract Structured Data - Convert unstructured text to JSON

  • Document Loader - Process PDFs, Word docs, PowerPoints

  • Optical Character Recognition - Extract text from images

  • Text Extract - Advanced text parsing and extraction

🎨 Image Processing Nodes (17+ nodes)

Generation & Creation

  • Generate Image - AI-powered image creation

  • Generate Art V4 - Advanced artistic image generation

  • Image to Image - Transform existing images with AI

  • QR Art V6 - Create artistic QR codes

  • Blend V4 - Combine multiple images seamlessly

Enhancement & Editing

  • Enhance - AI-powered image quality improvement

  • Magic Upscale - Increase image resolution intelligently

  • Face Detailer - Enhance facial features and details

  • Hair Style - Modify and style hair in photos

  • Face Swap - Swap faces between images

Background & Effects

  • Remove Background - AI background removal

  • Instant Background V2 - Replace backgrounds instantly

  • Inpainting - Fill in missing parts of images

  • Outpainting - Extend image boundaries with AI

🎬 Video Processing Nodes (22+ nodes)

Video Generation

  • Text to Video - Generate videos from text descriptions

  • Image to Video V3 - Convert static images to video

  • Render Video - Professional video rendering

  • Render TikTok Video - TikTok-optimized video creation

Video Enhancement

  • Video Face Swap - Swap faces in video content

  • Video Face Swap Pro - Advanced video face replacement

  • Lipsync - Synchronize lips with audio tracks

  • Edit Video Config - Professional video editing

Social Media Integration

  • Upload Video to YouTube - Direct YouTube publishing

  • TikTok Upload - Publish directly to TikTok

  • Render Audiogram Video - Create audio visualizations

🔊 Audio Processing Nodes (7+ nodes)

Speech & Voice

  • Speech to Text - Convert audio to text transcription

  • Text to Speech - Generate natural-sounding voices

  • Text to Speech Custom - Custom voice generation

  • Voice Clone V2 - Clone and replicate voices

Audio Enhancement

  • Text to Music - Generate music from descriptions

  • Search Sound in YT Library - Find royalty-free audio

🔗 Integration Nodes (67+ nodes)

Social Media Platforms

  • Instagram Profile Analyzer - Extract Instagram insights

  • TikTok User Scraper - Analyze TikTok profiles and content

  • LinkedIn Company Scraper - Extract company information

  • Social Profile Analyzer - Multi-platform social analysis

Communication Platforms

  • Telegram Bot API - Send messages, photos, videos, documents

  • Send Email - SMTP email integration

  • API Call - HTTP REST API interactions

Cloud Services & Storage

  • AWS Pinpoint - Email campaign management

  • Create Google Sheet - Spreadsheet automation

  • Export Data to File - File export functionality

Web Scraping & Data

  • Web Scraping - Extract data from websites

  • Firecrawl - Advanced web page extraction

  • DuckDuckGo Search - Web search integration

  • Google Search - Search results integration

📊 Data Processing Nodes (15+ nodes)

Dataset Management

  • Import Dataset - Load data from various sources

  • Export Dataset - Save processed data

  • Knowledge Retrieval - Vector database searches

  • Customer Segment - Advanced user segmentation

File Processing

  • Extract Content - Extract data from files

  • String to JSON - Convert text to structured data

  • Get Value by Key - Extract specific data points

  • HTML to Image - Convert HTML to image format

⚡ Logic & Control Nodes (15+ nodes)

Workflow Control

  • Call Other Workflow - Execute sub-workflows

  • Echo Node - Debug and testing utility

  • Run JavaScript - Execute custom JavaScript code

Data Transformation

  • Parameter Substitution - Dynamic variable replacement

  • Generate Email from Template - Template-based email creation

  • Segment User V2 - Advanced user classification

👥 Workforce Multi-Agent Nodes (10 nodes)

Agent Management

  • Agent Node - Individual AI agent instances

  • Tool Node - Agent tool and capability management

  • Trigger Node - Workflow and agent activation

Flow Control

  • Condition Node - Conditional logic and branching

  • Loop Node - Iterative processing loops

  • State Modifier Node - Manage shared agent state

Coordination

  • Output Node - Final results and data output

  • Note Node - Documentation and annotations

  • Plugin Node - Custom workforce extensions

🎯 Task Management Nodes (6+ nodes)

Task Operations

  • Create Task - Generate new tasks and reminders

  • Create Multiple Tasks - Batch task creation

  • Update Task - Modify existing tasks

  • Delete Task - Remove completed tasks

  • Get Task - Retrieve task information

  • List Tasks - Display task collections

🔧 Utility & System Nodes (10+ nodes)

System Integration

  • Create CX Agent - Customer experience agent setup

  • VAPI AI - Voice AI integration

  • MCP Run Action - Model Context Protocol actions

Development Tools

  • Submit Artifact - Development artifact management

  • Debug Tools - Workflow debugging utilities

📋 Node Usage Examples

Basic LLM Node Configuration

{
  "node_type": "llm",
  "model": "gpt-4o",
  "temperature": 0.7,
  "max_tokens": 2000,
  "system_prompt": "You are a helpful assistant...",
  "user_input": "{{user_message}}"
}

Image Generation Setup

{
  "node_type": "generate_image",
  "prompt": "A futuristic city at sunset",
  "style": "photorealistic",
  "size": "1024x1024",
  "quality": "hd"
}

MAS Agent Node Configuration

{
  "node_type": "agent",
  "agent_id": "customer_support_agent",
  "instructions": "Handle customer inquiries...",
  "tools": ["knowledge_search", "create_ticket"]
}

🎨 Visual Node Categories

🤖 AI Models

Blue category - All LLM and AI model integrations

🎨 Media Processing

Purple category - Image, video, and audio nodes

🔗 Integrations

Green category - External service connections

⚡ Logic & Control

Orange category - Workflow control and data processing

👥 Workforce

Red category - Multi-agent coordination nodes

📊 Node Performance & Credits

Credit Consumption by Category

  • Basic Nodes: 1-2 credits (Echo, Get Value)

  • LLM Nodes: 3-15 credits (varies by model)

  • Image Generation: 5-10 credits

  • Video Processing: 10-25 credits

  • API Integrations: 2-5 credits

Execution Speed

  • Instant: Logic, utility nodes (< 1 second)

  • Fast: LLM responses (1-10 seconds)

  • Medium: Image generation (10-30 seconds)

  • Slow: Video processing (30-300 seconds)

🔄 Node Connections & Data Flow

Input/Output Types

  • Text: String data, JSON objects

  • Media: Images, videos, audio files

  • Structured: Arrays, objects, databases

  • Binary: Files, documents, attachments

Variable Passing

Use {{variable_name}} syntax to pass data between nodes:

Node 1 Output: "user_info"
Node 2 Input: "{{user_info.name}}"

🎯 Best Practices

Node Selection Guidelines

  1. Start Simple: Use basic nodes before complex integrations

  2. Test Incrementally: Verify each node before adding the next

  3. Monitor Credits: Track usage with expensive nodes

  4. Error Handling: Plan for node failures and timeouts

Performance Optimization

  • Parallel Processing: Run independent nodes simultaneously

  • Caching: Store results for reuse across workflow runs

  • Batch Operations: Process multiple items together when possible

📚 Additional Resources

  • Node Schemas Reference - Detailed JSON schemas for all nodes

  • Workflow Templates - Pre-built workflows using multiple nodes

  • API Documentation - Programmatic node access

  • Troubleshooting Guide - Common node issues and solutions

Total Available Nodes: 193+ (183 Workflow + 10 Workforce) Last Updated: Based on backend verification as of August 25, 2025 Backend Locations:

  • Workflow: /workflow_engine/node_def/

  • Workforce: /app/core/agents/mas/nodes/

This reference represents one of the most comprehensive node libraries available in any no-code automation platform, providing enterprise-grade capabilities for AI-powered workflows and multi-agent systems.

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